scholarly journals A semiparametric cure model for interval-censored data

2013 ◽  
Vol 55 (5) ◽  
pp. 771-788 ◽  
Author(s):  
Kwok Fai Lam ◽  
Kin Yau Wong ◽  
Feifei Zhou
Keyword(s):  
Censored Data ◽  
Interval Censored Data ◽  
Cure Model ◽  
Interval Censored

scholarly journals Variable selection in a flexible parametric mixture cure model with interval‐censored data

2015 ◽  
Vol 35 (7) ◽  
pp. 1210-1225 ◽  
Author(s):  
Sylvie Scolas ◽  
Anouar El Ghouch ◽  
Catherine Legrand ◽  
Abderrahim Oulhaj
Keyword(s):  
Variable Selection ◽  
Censored Data ◽  
Interval Censored Data ◽  
Cure Model ◽  
Mixture Cure Model ◽  
Interval Censored

A semiparametric mixture model approach for regression analysis of partly interval-censored data with a cured subgroup

2021 ◽  
pp. 096228022110239
Author(s):  
Liuquan Sun ◽  
Shuwei Li ◽  
Lianming Wang ◽  
Xinyuan Song
Keyword(s):  
Censored Data ◽  
Failure Time ◽  
Interval Censoring ◽  
Childhood Mortality ◽  
Interval Censored Data ◽  
Finite Sample ◽  
Cure Model ◽  
Mixture Cure Model ◽  
Interval Censored ◽  
Model Approach

Failure time data with a cured subgroup are frequently confronted in various scientific fields and many methods have been proposed for their analysis under right or interval censoring. However, a cure model approach does not seem to exist in the analysis of partly interval-censored data, which consist of both exactly observed and interval-censored observations on the failure time of interest. In this article, we propose a two-component mixture cure model approach for analyzing such type of data. We employ a logistic model to describe the cured probability and a proportional hazards model to model the latent failure time distribution for uncured subjects. We consider maximum likelihood estimation and develop a new expectation-maximization algorithm for its implementation. The asymptotic properties of the resulting estimators are established and the finite sample performance of the proposed method is examined through simulation studies. An application to a set of real data on childhood mortality in Nigeria is provided.

scholarly journals A multiple imputation approach for semiparametric cure model with interval censored data

2016 ◽  
Vol 99 ◽  
pp. 105-114 ◽  
Author(s):  
Jie Zhou ◽  
Jiajia Zhang ◽  
Alexander C. McLain ◽  
Bo Cai
Keyword(s):  
Multiple Imputation ◽  
Censored Data ◽  
Interval Censored Data ◽  
Cure Model ◽  
Interval Censored ◽  
Imputation Approach

scholarly journals A Semiparametric Regression Cure Model for Interval-Censored Data

2009 ◽  
Vol 104 (487) ◽  
pp. 1168-1178 ◽  
Author(s):  
Hao Liu ◽  
Yu Shen
Keyword(s):  
Censored Data ◽  
Semiparametric Regression ◽  
Interval Censored Data ◽  
Cure Model ◽  
Interval Censored

The Cox-Aalen model for left-truncated and mixed interval-censored data

Statistics ◽  
2019 ◽  
Vol 53 (5) ◽  
pp. 1152-1167 ◽  
Author(s):  
Pao-sheng Shen ◽  
Li Ning Weng
Keyword(s):  
Censored Data ◽  
Interval Censored Data ◽  
Aalen Model ◽  
Interval Censored

Choosing between Cox proportional hazards and logistic models for interval- censored data via bootstrap

2003 ◽  
Vol 30 (1) ◽  
pp. 37-47 ◽  
Author(s):  
JosÉ Eduardo Corrente ◽  
Liciana Chalita ◽  
Jeanete Alves Moreira
Keyword(s):  
Censored Data ◽  
Proportional Hazards ◽  
Logistic Models ◽  
Cox Proportional Hazards ◽  
Interval Censored Data ◽  
Interval Censored
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